Agent-Based Modeling: The Right Mathematics for the Social Sciences?

نویسندگان

  • Paul L. Borrill
  • Leigh Tesfatsion
چکیده

This study provides a basic introduction to agent-based modeling (ABM) as a powerful blend of classical and constructive mathematics, with a primary focus on its applicability for social science research. The typical goals of ABM social science researchers are discussed along with the culture-dish nature of their computer experiments. The applicability of ABM for science more generally is also considered, with special attention to physics. Finally, two distinct types of ABM applications are summarized in order to illustrate concretely the duality of ABM: Real-world systems can not only be simulated with verisimilitude using ABM; they can also be efficiently and robustly designed and constructed on the basis of ABM principles.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Prediction of chronological age based on Demirjian dental age using robust ridge regression method

Introduction: Estimation of age has an important role in legal medicine, endocrine diseases and clinical dentistry. Correspondingly, evaluation of dental development stages is more valuable than tooth erosion. In this research, the modeling of calendar age has been done using new and rich statistical methods. Considerably, it can be considering as a practicable method in medical science that is...

متن کامل

Simulation of The Impact of Income Distribution on Social Unrest Using Agent-based Modeling Approach

Abstract Poverty and various forms of inequality, including class, gender, racial, and ethnic inequalities, are caused by imbalances of power relations and make society prone to social instability and unrest; Inequalities that are by-products of the growing power imbalances between the rich and the poor. The problems of poverty and inequality are inextricably linked to powerful economic and p...

متن کامل

Peer Pressure in Smoking and its Impact on Social Welfare; A Study Using Agent-based Modeling and Simulation

Many people die each year due to smoking. Social pressures, such as peer pressure, which are manifested in one's interactions with his/her peers, are from very effective factors in people's tendency to smoke. In this research, it was attempted to study and analyze peer pressure in smoking and its impact on some of the welfare indicators including mortality number due to starvation, wealth avera...

متن کامل

Peer Pressure in Smoking and its Impact on Social Welfare; A Study Using Agent-based Modeling and Simulation

Many people die each year due to smoking. Social pressures, such as peer pressure, which are manifested in one's interactions with his/her peers, are from very effective factors in people's tendency to smoke. In this research, it was attempted to study and analyze peer pressure in smoking and its impact on some of the welfare indicators including mortality number due to starvation, wealth avera...

متن کامل

A review of agent-based modeling (ABM) concepts and some of its main applications in management science

We live in a very complex world where we face complex phenomena such as social norms and new technologies. To deal with such phenomena, social scientists often use reductionism approach where they reduce them to some lower-lever variables and model the relationships among them through a scheme of equations. This approach that is called equation based modeling (EBM) has some basic weaknesses in ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011